Tag Archives: REvil

DDoS threat report for 2023 Q2

2023-07-18 Omer Yoachimik

Post Syndicated from Omer Yoachimik original http://blog.cloudflare.com/ddos-threat-report-2023-q2/

DDoS threat report for 2023 Q2

Welcome to the second DDoS threat report of 2023. DDoS attacks, or distributed denial-of-service attacks, are a type of cyber attack that aims to disrupt websites (and other types of Internet properties) to make them unavailable for legitimate users by overwhelming them with more traffic than they can handle — similar to a driver stuck in a traffic jam on the way to the grocery store.

We see a lot of DDoS attacks of all types and sizes and our network is one of the largest in the world spanning more than 300 cities in over 100 countries. Through this network we serve over 63 million HTTP requests per second at peak and over 2 billion DNS queries every day. This colossal amount of data gives us a unique vantage point to provide the community access to insightful DDoS trends.

For our regular readers, you might notice a change in the layout of this report. We used to follow a set pattern to share our insights and trends about DDoS attacks. But with the landscape of DDoS threats changing as DDoS attacks have become more powerful and sophisticated, we felt it's time for a change in how we present our findings. So, we'll kick things off with a quick global overview, and then dig into the major shifts we're seeing in the world of DDoS attacks.

Reminder: an interactive version of this report is also available on Cloudflare Radar. Furthermore, we’ve also added a new interactive component that will allow you to dive deeper into attack activity in each country or region.

The DDoS landscape: a look at global patterns

The second quarter of 2023 was characterized by thought-out, tailored and persistent waves of DDoS attack campaigns on various fronts, including:

Multiple DDoS offensives orchestrated by pro-Russian hacktivist groups REvil, Killnet and Anonymous Sudan against Western interest websites.
An increase in deliberately engineered and targeted DNS attacks alongside a 532% surge in DDoS attacks exploiting the Mitel vulnerability (CVE-2022-26143). Cloudflare contributed to disclosing this zero-day vulnerability last year.
Attacks targeting Cryptocurrency companies increased by 600%, as a broader 15% increase in HTTP DDoS attacks was observed. Of these, we’ve noticed an alarming escalation in attack sophistication which we will cover more in depth.

Additionally, one of the largest attacks we’ve seen this quarter was an ACK flood DDoS attack which originated from a Mirai-variant botnet comprising approximately 11K IP addresses. The attack targeted an American Internet Service Provider. It peaked at 1.4 terabit per seconds (Tbps) and was automatically detected and mitigated by Cloudflare’s systems.

Despite general figures indicating an increase in overall attack durations, most of the attacks are short-lived and so was this one. This attack lasted only two minutes. However, more broadly, we’ve seen that attacks exceeding 3 hours have increased by 103% QoQ.

Now having set the stage, let’s dive deeper into these shifts we’re seeing in the DDoS landscape.

Hacktivist alliance dubbed “Darknet Parliament” aims at Western banks and SWIFT network

On June 14, Pro-Russian hacktivist groups Killnet, a resurgence of REvil and Anonymous Sudan announced that they have joined forces to execute “massive” cyber attacks on the Western financial system including European and US banks, and the US Federal Reserve System. The collective, dubbed “Darknet Parliament”, declared its first objective was to paralyze SWIFT (Society for Worldwide Interbank Financial Telecommunication). A successful DDoS attack on SWIFT could have dire consequences because it's the main service used by financial institutions to conduct global financial transactions.

Beyond a handful of publicized events such as the Microsoft outage which was reported by the media, we haven’t observed any novel DDoS attacks or disruptions targeting our customers. Our systems have been automatically detecting and mitigating attacks associated with this campaign. Over the past weeks, as many as 10,000 of these DDoS attacks were launched by the Darknet Parliament against Cloudflare-protected websites (see graph below).

Despite the hacktivists’ statements, Banking and Financial Services websites were only the ninth most attacked industry — based on attacks we’ve seen against our customers as part of this campaign.

The most attacked industries were Computer Software, Gambling & Casinos and Gaming. Telecommunications and Media outlets came in fourth and fifth, respectively. Overall, the largest attack we witnessed in this campaign peaked at 1.7 million requests per second (rps) and the average was 65,000 rps.

For perspective, earlier this year we mitigated the largest attack in recorded history peaking at 71 million rps. So these attacks were very small compared to Cloudflare scale, but not necessarily for an average website. Therefore, we shouldn’t underestimate the damage potential on unprotected or suboptimally configured websites.

Sophisticated HTTP DDoS attacks

An HTTP DDoS attack is a DDoS attack over the Hypertext Transfer Protocol (HTTP). It targets HTTP Internet properties such as websites and API gateways. Over the past quarter, HTTP DDoS attacks increased by 15% quarter-over-quarter (QoQ) despite a 35% decrease year-over-year (YoY).

Additionally, we've observed an alarming uptick in highly-randomized and sophisticated HTTP DDoS attacks over the past few months. It appears as though the threat actors behind these attacks have deliberately engineered the attacks to try and overcome mitigation systems by adeptly imitating browser behavior very accurately, in some cases, by introducing a high degree of randomization on various properties such as user agents and JA3 fingerprints to name a few. An example of such an attack is provided below. Each different color represents a different randomization feature.

Furthermore, in many of these attacks, it seems that the threat actors try to keep their attack rates-per-second relatively low to try and avoid detection and hide amongst the legitimate traffic.

This level of sophistication has previously been associated with state-level and state-sponsored threat actors, and it seems these capabilities are now at the disposal of cyber criminals. Their operations have already targeted prominent businesses such as a large VoIP provider, a leading semiconductor company, and a major payment & credit card provider to name a few.

Protecting websites against sophisticated HTTP DDoS attacks requires intelligent protection that is automated and fast, that leverages threat intelligence, traffic profiling and Machine Learning/statistical analysis to differentiate between attack traffic and user traffic. Moreover, even increasing caching where applicable can help reduce the risk of attack traffic impacting your origin. Read more about DDoS protection best practices here.

DNS Laundering DDoS attacks

The Domain Name System, or DNS, serves as the phone book of the Internet. DNS helps translate the human-friendly website address (e.g. www.cloudflare.com) to a machine-friendly IP address (e.g. 104.16.124.96). By disrupting DNS servers, attackers impact the machines’ ability to connect to a website, and by doing so making websites unavailable to users.

Over the past quarter, the most common attack vector was DNS-based DDoS attacks — 32% of all DDoS attacks were over the DNS protocol. Amongst these, one of the more concerning attack types we’ve seen increasing is the DNS Laundering attack which can pose severe challenges to organizations that operate their own authoritative DNS servers.

The term “Laundering” in the DNS Laundering attack name refers to the analogy of money laundering, the devious process of making illegally-gained proceeds, often referred to as "dirty money," appear legal. Similarly, in the DDoS world, a DNS Laundering attack is the process of making bad, malicious traffic appear as good, legitimate traffic by laundering it via reputable recursive DNS resolvers.

In a DNS Laundering attack, the threat actor will query subdomains of a domain that is managed by the victim’s DNS server. The prefix that defines the subdomain is randomized and is never used more than once or twice in such an attack. Due to the randomization element, recursive DNS servers will never have a cached response and will need to forward the query to the victim’s authoritative DNS server. The authoritative DNS server is then bombarded by so many queries until it cannot serve legitimate queries or even crashes all together.

From the protection point of view, the DNS administrators can’t block the attack source because the source includes reputable recursive DNS servers like Google’s 8.8.8.8 and Cloudflare’s 1.1.1.1. The administrators also cannot block all queries to the attacked domain because it is a valid domain that they want to preserve access to legitimate queries.

The above factors make it very challenging to distinguish legitimate queries from malicious ones. A large Asian financial institution and a North American DNS provider are amongst recent victims of such attacks. An example of such an attack is provided below.

Similar to the protection strategies outlined for HTTP applications, protecting DNS servers also requires a precise, fast, and automated approach. Leveraging a managed DNS service or a DNS reverse proxy such as Cloudflare’s can help absorb and mitigate the attack traffic. For those more sophisticated DNS attacks, a more intelligent solution is required that leverages statistical analysis of historical data to be able to differentiate between legitimate queries and attack queries.

The rise of the Virtual Machine Botnets

As we’ve previously disclosed, we are witnessing an evolution in botnet DNA. The era of VM-based DDoS botnets has arrived and with it hyper-volumetric DDoS attacks. These botnets are comprised of Virtual Machines (VMs, or Virtual Private Servers, VPS) rather than Internet of Things (IoT) devices which makes them so much more powerful, up to 5,000 times stronger.

Because of the computational and bandwidth resources that are at the disposal of these VM-based botnets, they’re able to generate hyper-volumetric attacks with a much smaller fleet size compared to IoT-based botnets.

These botnets have executed one largest recorded DDoS attacks including the 71 million request per second DDoS attack. Multiple organizations including an industry-leading gaming platform provider have already been targeted by this new generation of botnets.

Cloudflare has proactively collaborated with prominent cloud computing providers to combat these new botnets. Through the quick and dedicated actions of these providers, significant components of these botnets have been neutralized. Since this intervention, we have not observed any further hyper-volumetric attacks yet, a testament to the efficacy of our collaboration.

While we already enjoy a fruitful alliance with the cybersecurity community in countering botnets when we identify large-scale attacks, our goal is to streamline and automate this process further. We extend an invitation to cloud computing providers, hosting providers, and other general service providers to join Cloudflare’s free Botnet Threat Feed. This would provide visibility into attacks originating within their networks, contributing to our collective efforts to dismantle botnets.

“Startblast”: Exploiting Mitel vulnerabilities for DDoS attacks

In March 2023, we disclosed a zero-day vulnerability (CVE-2022-26143), named TP240PhoneHome, which was identified in the Mitel MiCollab business phone system, exposing the system to UDP amplification DDoS attacks.

This exploit operates by reflecting traffic off vulnerable servers, amplifying it in the process, with a factor as high as 220 billion percent. The vulnerability stems from an unauthenticated UDP port exposed to the public Internet, which could allow malicious actors to issue a 'startblast' debugging command, simulating a flurry of calls to test the system.

As a result, for each test call, two UDP packets are sent to the issuer, enabling an attacker to direct this traffic to any IP and port number to amplify a DDoS attack. Despite the vulnerability, only a few thousand of these devices are exposed, limiting the potential scale of attack, and attacks must run serially, meaning each device can only launch one attack at a time.

Overall, in the past quarter, we’ve seen additional emerging threats such as DDoS attacks abusing the TeamSpeak3 protocol. This attack vector increased by a staggering 403% this quarter.

TeamSpeak, a proprietary voice-over-Internet Protocol (VoIP) that runs over UDP to help gamers talk with other gamers in real time. Talking instead of just chatting can significantly improve a gaming team’s efficiency and help them win. DDoS attacks that target TeamSpeak servers may be launched by rival groups in an attempt to disrupt their communication path during real-time multiplayer games and thus impact their team’s performance.

DDoS hotspots: The origins of attacks

Overall, HTTP DDoS attacks increased by 15% QoQ despite a 35% decrease YoY. Additionally, network-layer DDoS attacks decreased this quarter by approximately 14%.

In terms of total volume of attack traffic, the US was the largest source of HTTP DDoS attacks. Three out of every thousand requests we saw were part of HTTP DDoS attacks originating from the US. China came in second place and Germany in third place.

Some countries naturally receive more traffic due to various factors such as market size, and therefore more attacks. So while it’s interesting to understand the total amount of attack traffic originating from a given country, it is also helpful to remove that bias by normalizing the attack traffic by all traffic to a given country.

When doing so, we see a different pattern. The US doesn’t even make it into the top ten. Instead, Mozambique, Egypt and Finland take the lead as the source countries of the most HTTP DDoS attack traffic relative to all of their traffic. Almost a fifth of all HTTP traffic originating from Mozambique IP addresses were part of DDoS attacks.

Using the same calculation methodology but for bytes, Vietnam remains the largest source of network-layer DDoS attacks (aka L3/4 DDoS attacks) for the second consecutive quarter — and the amount even increased by 58% QoQ. Over 41% of all bytes that were ingested in Cloudflare’s Vietnam data centers were part of L3/4 DDoS attacks.

Industries under attack: examining DDoS attack targets

When examining HTTP DDoS attack activity in Q2, Cryptocurrency websites were targeted with the largest amount of HTTP DDoS attack traffic. Six out of every ten thousand HTTP requests towards Cryptocurrency websites behind Cloudflare were part of these attacks. This represents a 600% increase compared to the previous quarter.

After Crypto, Gaming and Gambling websites came in second place as their attack share increased by 19% QoQ. Marketing and Advertising websites not far behind in third place with little change in their share of attacks.

However, when we look at the amount of attack traffic relative to all traffic for any given industry, the numbers paint a different picture. Last quarter, Non-profit organizations were attacked the most — 12% of traffic to Non-profits were HTTP DDoS attacks. Cloudflare protects more than 2,271 Non-profit organizations in 111 countries as part of Project Galileo which celebrated its ninth anniversary this year. Over the past months, an average of 67.7 million cyber attacks targeted Non-profits on a daily basis.

Overall, the amount of DDoS attacks on Non-profits increased by 46% bringing the percentage of attack traffic to 17.6%. However, despite this growth, the Management Consulting industry jumped to the first place with 18.4% of its traffic being DDoS attacks.

When descending the layers of the OSI model, the Internet networks that were most targeted belonged to the Information Technology and Services industry. Almost every third byte routed to them were part of L3/4 DDoS attacks.

Surprisingly enough, companies operating in the Music industry were the second most targeted industry, followed by Broadcast Media and Aviation & Aerospace.

Top attacked industries: a regional perspective

Cryptocurrency websites experienced the highest number of attacks worldwide, while Management Consulting and Non-profit sectors were the most targeted considering their total traffic. However, when we look at individual regions, the situation is a bit different.

Africa

The Telecommunications industry remains the most attacked industry in Africa for the second consecutive quarter. The Banking, Financial Services and Insurance (BFSI) industry follows as the second most attacked. The majority of the attack traffic originated from Asia (35%) and Europe (25%).

Asia

For the past two quarters, the Gaming and Gambling industry was the most targeted industry in Asia. In Q2, however, the Gaming and Gambling industry dropped to second place and Cryptocurrency took the lead as the most attacked industry (~50%). Substantial portions of the attack traffic originated from Asia itself (30%) and North America (30%).

Europe

For the third consecutive quarter, the Gaming & Gambling industry remains the most attacked industry in Europe. The Hospitality and Broadcast Media industries follow not too far behind as the second and third most attacked. Most of the attack traffic came from within Europe itself (40%) and from Asia (20%).

Latin America

Surprisingly, half of all attack traffic targeting Latin America was aimed at the Sporting Goods industry. In the previous quarter, the BFSI was the most attacked industry. Approximately 35% of the attack traffic originated from Asia, and another 25% originated from Europe.

Middle East

The Media & Newspaper industries were the most attacked in the Middle East. The vast majority of attack traffic originated from Europe (74%).

North America

For the second consecutive quarter, Marketing & Advertising companies were the most attacked in North America (approximately 35%). Manufacturing and Computer Software companies came in second and third places, respectively. The main sources of the attack traffic were Europe (42%) and the US itself (35%).

Oceania

This quarter, the Biotechnology industry was the most attacked. Previously, it was the Health & Wellness industry. Most of the attack traffic originated from Asia (38%) and Europe (25%).

Countries and regions under attack: examining DDoS attack targets

When examining the total volume of attack traffic, last quarter, Israel leaped to the front as the most attacked country. This quarter, attacks targeting Israeli websites decreased by 33% bringing it to the fourth place. The US takes the lead again as the most attacked country, followed by Canada and Singapore.

If we normalize the data per country and region and divide the attack traffic by the total traffic, we get a different picture. Palestine jumps to the first place as the most attacked country. Almost 12% of all traffic to Palestinian websites were HTTP DDoS attacks.

Last quarter, we observed a striking deviation at the network layer, with Finnish networks under Cloudflare's shield emerging as the primary target. This surge was likely correlated with the diplomatic talks that precipitated Finland's formal integration into NATO. Roughly 83% of all incoming traffic to Finland comprised cyberattacks, with China a close second at 68% attack traffic.

This quarter, however, paints a very different picture. Finland has receded from the top ten, and Chinese Internet networks behind Cloudflare have ascended to the first place. Almost two-thirds of the byte streams towards Chinese networks protected by Cloudflare were malicious. Following China, Switzerland saw half of its inbound traffic constituting attacks, and Turkey came third, with a quarter of its incoming traffic identified as hostile.

Ransom DDoS attacks

Occasionally, DDoS attacks are carried out to extort ransom payments. We’ve been surveying Cloudflare customers over three years now, and have been tracking the occurrence of Ransom DDoS attack events.

Unlike Ransomware attacks, where victims typically fall prey to downloading a malicious file or clicking on a compromised email link which locks, deletes or leaks their files until a ransom is paid, Ransom DDoS attacks can be much simpler for threat actors to execute. Ransom DDoS attacks bypass the need for deceptive tactics such as luring victims into opening dubious emails or clicking on fraudulent links, and they don't necessitate a breach into the network or access to corporate resources.

Over the past quarter, reports of Ransom DDoS attacks decreased. One out of ten respondents reported being threatened or subject to Ransom DDoS attacks.

Wrapping up: the ever-evolving DDoS threat landscape

In recent months, there's been an alarming escalation in the sophistication of DDoS attacks. And even the largest and most sophisticated attacks that we’ve seen may only last a few minutes or even seconds — which doesn’t give a human sufficient time to respond. Before the PagerDuty alert is even sent, the attack may be over and the damage is done. Recovering from a DDoS attack can last much longer than the attack itself — just as a boxer might need a while to recover from a punch to the face that only lasts a fraction of a second.

Security is not one single product or a click of a button, but rather a process involving multiple layers of defense to reduce the risk of impact. Cloudflare's automated DDoS defense systems consistently safeguard our clients from DDoS attacks, freeing them up to focus on their core business operations. These systems are complemented by the vast breadth of Cloudflare capabilities such as firewall, bot detection, API protection and even caching which can all contribute to reducing the risk of impact.

The DDoS threat landscape is evolving and increasingly complex, demanding more than just quick fixes. Thankfully, with Cloudflare's multi-layered defenses and automatic DDoS protections, our clients are equipped to navigate these challenges confidently. Our mission is to help build a better Internet, and so we continue to stand guard, ensuring a safer and more reliable digital realm for all.

Methodologies

How we calculate Ransom DDoS attack insights

Cloudflare’s systems constantly analyze traffic and automatically apply mitigation when DDoS attacks are detected. Each attacked customer is prompted with an automated survey to help us better understand the nature of the attack and the success of the mitigation. For over two years, Cloudflare has been surveying attacked customers. One of the questions in the survey asks the respondents if they received a threat or a ransom note. Over the past two years, on average, we collected 164 responses per quarter. The responses of this survey are used to calculate the percentage of Ransom DDoS attacks.

How we calculate geographical and industry insights

Source country
At the application-layer, we use the attacking IP addresses to understand the origin country of the attacks. That is because at that layer, IP addresses cannot be spoofed (i.e., altered). However, at the network layer, source IP addresses can be spoofed. So, instead of relying on IP addresses to understand the source, we instead use the location of our data centers where the attack packets were ingested. We’re able to get geographical accuracy due to our large global coverage in over 285 locations around the world.

Target country
For both application-layer and network-layer DDoS attacks, we group attacks and traffic by our customers’ billing country. This lets us understand which countries are subject to more attacks.

Target industry
For both application-layer and network-layer DDoS attacks, we group attacks and traffic by our customers’ industry according to our customer relations management system. This lets us understand which industries are subject to more attacks.

Total volume vs. percentage
For both source and target insights, we look at the total volume of attack traffic compared to all traffic as one data point. Additionally, we also look at the percentage of attack traffic towards or from a specific country, to a specific country or to a specific industry. This gives us an “attack activity rate” for a given country/industry which is normalized by their total traffic levels. This helps us remove biases of a country or industry that normally receives a lot of traffic and therefore a lot of attack traffic as well.

How we calculate attack characteristics
To calculate the attack size, duration, attack vectors and emerging threats, we bucket attacks and then provide the share of each bucket out of the total amount for each dimension. On the new Radar component, these trends are calculated by number of bytes instead. Since attacks may vary greatly in number of bytes from one another, this could lead to trends differing between the reports and the Radar component.

General disclaimer and clarification

When we describe ‘top countries’ as the source or target of attacks, it does not necessarily mean that that country was attacked as a country, but rather that organizations that use that country as their billing country were targeted by attacks. Similarly, attacks originating from a country does not mean that that country launched the attacks, but rather that the attack was launched from IP addresses that have been mapped to that country. Threat actors operate global botnets with nodes all over the world, and in many cases also use Virtual Private Networks and proxies to obfuscate their true location. So if anything, the source country could indicate the presence of exit nodes or botnet nodes within that country.

DDoS Attack Trends for Q4 2021

2022-01-10 Omer Yoachimik

Post Syndicated from Omer Yoachimik original https://blog.cloudflare.com/ddos-attack-trends-for-2021-q4/

DDoS Attack Trends for Q4 2021

This post is also available in 日本語, Deutsch, Français, Español.

The first half of 2021 witnessed massive ransomware and ransom DDoS attack campaigns that interrupted aspects of critical infrastructure around the world (including one of the largest petroleum pipeline system operators in the US) and a vulnerability in IT management software that targeted schools, public sector, travel organizations, and credit unions, to name a few.

The second half of the year recorded a growing swarm of one of the most powerful botnets deployed (Meris) and record-breaking HTTP DDoS attacks and network-layer attacks observed over the Cloudflare network. This besides the Log4j2 vulnerability (CVE-2021-44228) discovered in December that allows an attacker to execute code on a remote server — arguably one of the most severe vulnerabilities on the Internet since both Heartbleed and Shellshock.

Prominent attacks such as the ones listed above are but a few examples that demonstrate a trend of intensifying cyber-insecurity that affected everyone, from tech firms and government organizations to wineries and meat processing plants.

Here are some DDoS attack trends and highlights from 2021 and Q4 ‘21 specifically:

Ransom DDoS attacks

In Q4, ransom DDoS attacks increased by 29% YoY and 175% QoQ.
In December alone, one out of every three survey respondents reported being targeted by a ransom DDoS attack or threatened by the attacker.

Application-layer DDoS attacks

The Manufacturing industry was the most attacked in Q4 ’21, recording a whopping 641% increase QoQ in the number of attacks. The Business Services and Gaming/Gambling industries were the second and third most targeted industries by application-layer DDoS attacks.
For the fourth time in a row this year, China topped the charts with the highest percentage of attack traffic originating from its networks.
A new botnet called the Meris botnet emerged in mid-2021 and continued to bombard organizations around the world, launching some of the largest HTTP attacks on record — including a 17.2M rps attack that Cloudflare automatically mitigated.

Network-layer DDoS attacks

Q4 ’21 was the busiest quarter for attackers in 2021. In December 2021 alone, there were more than all the attacks observed in Q1 and Q2 ’21 separately.
While the majority of attacks were small, terabit-strong attacks became the new norm in the second half of 2021. Cloudflare automatically mitigated dozens of attacks peaking over 1 Tbps, with the largest one peaking just under 2 Tbps — the largest we’ve ever seen.
Q4 ’21, and November specifically, recorded a persistent ransom DDoS campaign against VoIP providers around the world.
Attacks originating from Moldova quadrupled in Q4 ’21 QoQ, making it the country with the highest percentage of network-layer DDoS activity.
SYN floods and UDP floods were the most frequent attack vectors while emerging threats such as SNMP attacks increased by nearly 5,800% QoQ.

This report is based on DDoS attacks that were automatically detected and mitigated by Cloudflare’s DDoS Protection systems. To learn more about how it works, check out this deep-dive blog post.

A note on how we measure DDoS attacks observed over our network

To analyze attack trends, we calculate the “DDoS activity” rate, which is the percentage of attack traffic out of the total traffic (attack + clean) observed over our global network. Measuring attack numbers as a percentage of the total traffic observed allows us to normalize data points and avoid biases reflected in absolute numbers towards, for example, a Cloudflare data center that receives more total traffic and likely, also more attacks.

An interactive version of this report is available on Cloudflare Radar.

Ransom Attacks

Our systems constantly analyze traffic and automatically apply mitigation when DDoS attacks are detected. Each DDoS’d customer is prompted with an automated survey to help us better understand the nature of the attack and the success of the mitigation.

For over two years now, Cloudflare has been surveying attacked customers — one question on the survey being if they received a ransom note demanding payment in exchange to stop the DDoS attack. Q4 ’21 recorded the highest survey responses ever that indicated ransom threats — ransom attacks increased by 29% YoY and 175% QoQ. More specifically, one out of every 4.5 respondents (22%) reported receiving a ransom letter demanding payment by the attacker.

When we break it down by month, we can see that December 2021 topped the charts with 32% of respondents reporting receiving a ransom letter — that’s nearly one out of every three surveyed respondents.

Application-layer DDoS attacks

Application-layer DDoS attacks, specifically HTTP DDoS attacks, are attacks that usually aim to disrupt a web server by making it unable to process legitimate user requests. If a server is bombarded with more requests than it can process, the server will drop legitimate requests and — in some cases — crash, resulting in degraded performance or an outage for legitimate users.

Application-layer DDoS attacks by industry

In Q4, DDoS attacks on Manufacturing companies increased by 641% QoQ, and DDoS attacks on the Business Services industry increased by 97%.

When we break down the application-layer attacks targeted by industry, the Manufacturing, Business Services, and Gaming/Gambling industries were the most targeted industries in Q4 ’21.

Application-layer DDoS attacks by source country

To understand the origin of the HTTP attacks, we look at the geolocation of the source IP address belonging to the client that generated the attack HTTP requests. Unlike network-layer attacks, source IP addresses cannot be spoofed in HTTP attacks. A high percentage of DDoS activity in a given country usually indicates the presence of botnets operating from within the country’s borders.

For the fourth quarter in a row, China remains the country with the highest percentage of DDoS attacks originating from within its borders. More than three out of every thousand HTTP requests that originated from Chinese IP addresses were part of an HTTP DDoS attack. The US remained in second place, followed by Brazil and India.

Application-layer DDoS attacks by target country

In order to identify which countries are targeted by the most HTTP DDoS attacks, we bucket the DDoS attacks by our customers’ billing countries and represent it as a percentage out of all DDoS attacks.

For the third consecutive time this year, organizations in the United States were targeted by the most HTTP DDoS attacks, followed by Canada and Germany.

Network-layer DDoS attacks

While application-layer attacks target the application (Layer 7 of the OSI model) running the service that end users are trying to access, network-layer attacks aim to overwhelm network infrastructure (such as in-line routers and servers) and the Internet link itself.

Cloudflare thwarts an almost 2 Tbps attack

In November, our systems automatically detected and mitigated an almost 2 Tbps DDoS attack. This was a multi-vector attack combining DNS amplification attacks and UDP floods. The entire attack lasted just one minute. The attack was launched from approximately 15,000 bots running a variant of the original Mirai code on IoT devices and unpatched GitLab instances.

Network-layer DDoS attacks by month

December was the busiest month for attackers in 2021.

Q4 ‘21 was the busiest quarter in 2021 for attackers. Over 43% of all network-layer DDoS attacks took place in the fourth quarter of 2021. While October was a relatively calmer month, in November, the month of the Chinese Singles’ Day, the American Thanksgiving holiday, Black Friday, and Cyber Monday, the number of network-layer DDoS attacks nearly doubled. The number of observed attacks increased towards the final days of December ’21 as the world prepared to close out the year. In fact, the total number of attacks in December alone was higher than all the attacks in Q2 ’21 and almost equivalent to all attacks in Q1 ’21.

Network-layer DDoS attacks by attack rate

While most attacks are still relatively ‘small’ in size, terabit-strong attacks are becoming the norm.

There are different ways of measuring the size of an L3/4 DDoS attack. One is the volume of traffic it delivers, measured as the bit rate (specifically, terabits per second or gigabits per second). Another is the number of packets it delivers, measured as the packet rate (specifically, millions of packets per second).

Attacks with high bit rates attempt to cause a denial-of-service event by clogging the Internet link, while attacks with high packet rates attempt to overwhelm the servers, routers, or other in-line hardware appliances. These devices dedicate a certain amount of memory and computation power to process each packet. Therefore, by bombarding it with many packets, the appliance can be left with no further processing resources. In such a case, packets are “dropped,” i.e., the appliance is unable to process them. For users, this results in service disruptions and denial of service.

The distribution of attacks by their size (in bit rate) and month is shown below. As seen in the graph above, the majority of attacks took place in December. However, the graph below illustrates that larger attacks, over 300 Gbps in size, took place in November. Most of the attacks between 5-20 Gbps took place in December.

Distribution by packet rate

An interesting correlation Cloudflare has observed is that when the number of attacks increases, their size and duration decrease. In the first two-thirds of 2021, the number of attacks was relatively small, and correspondingly, their rates increased, e.g., in Q3 ’21, attacks ranging from 1-10 million packets per second (mpps) increased by 196%. In Q4 ’21, the number of attacks increased and Cloudflare observed a decrease in the size of attacks. 91% of all attacks peaked below 50,000 packets per second (pps) — easily sufficient to take down unprotected Internet properties.

Larger attacks of over 1 mpps decreased by 48% to 28% QoQ, while attacks peaking below 50K pps increased by 2.36% QoQ.

Distribution by bit rate

Similar to the trend observed in packet-intensive attacks, the amount of bit-intensive attacks shrunk as well. While attacks over 1 Tbps are becoming the norm, with the largest one we’ve ever seen peak just below 2 Tbps, the majority of attacks are still small and peaked below 500 Mbps (97.2%).

In Q4 ’21, larger attacks of all ranges above 500 Mbps saw massive decreases ranging from 35% to 57% for the larger 100+ Gbps attacks.

Network-layer DDoS attacks by duration

Most attacks remain under one hour in duration, reiterating the need for automated always-on DDoS mitigation solutions.

We measure the duration of an attack by recording the difference between when it is first detected by our systems as an attack and the last packet we see with that attack signature towards that specific target. In the last quarter of 2021, 98% of all network-layer attacks lasted less than one hour. This is very common as most of the attacks are short-lived. Even more so, a trend we’ve seen is that when the number of attacks increases, as in this quarter, their rate and duration decreases.

Short attacks can easily go undetected, especially burst attacks that, within seconds, bombard a target with a significant number of packets, bytes, or requests. In this case, DDoS protection services that rely on manual mitigation by security analysis have no chance in mitigating the attack in time. They can only learn from it in their post-attack analysis, then deploy a new rule that filters the attack fingerprint and hope to catch it next time. Similarly, using an “on-demand” service, where the security team will redirect traffic to a DDoS provider during the attack, is also inefficient because the attack will already be over before the traffic routes to the on-demand DDoS provider.

It’s recommended that companies use automated, always-on DDoS protection services that analyze traffic and apply real-time fingerprinting fast enough to block short-lived attacks.

Attack vectors

SYN floods remain attackers’ favorite method of attack, while attacks over SNMP saw a massive surge of almost 5,800% QoQ.

An attack vector is a term used to describe the method that the attacker uses to launch their DDoS attack, i.e., the IP protocol, packet attributes such as TCP flags, flooding method, and other criteria.

For the first time in 2021, the percentage of SYN flood attacks significantly decreased. Throughout 2021, SYN floods accounted for 54% of all network-layer attacks on average. While still grabbing first place as the most frequent vector, its share dropped by 38% QoQ to 34%.

However, it was a close-run for SYN attacks and UDP attacks. A UDP flood is a type of denial-of-service attack in which a large number of User Datagram Protocol (UDP) packets are sent to a targeted server with the aim of overwhelming that device’s ability to process and respond. Oftentimes, the firewall protecting the targeted server can also become exhausted as a result of UDP flooding, resulting in a denial-of-service to legitimate traffic. Attacks over UDP jumped from fourth place in Q3 ’21 to second place in Q4 ’21, with a share of 32% of all network-layer attacks — a 1,198% increase in QoQ.

In third place came the SNMP underdog that made a massive leap with its first time 2021 appearance in the top attack vectors.

Emerging threats

When we look at emerging attack vectors — which helps us understand what new vectors attackers are deploying to launch attacks — we observe a massive spike in SNMP, MSSQL, and generic UDP-based DDoS attacks.

Both SNMP and MSSQL attacks are used to reflect and amplify traffic on the target by spoofing the target’s IP address as the source IP in the packets used to trigger the attack.

Simple Network Management Protocol (SNMP) is a UDP-based protocol that is often used to discover and manage network devices such as printers, switches, routers, and firewalls of a home or enterprise network on UDP well-known port 161. In an SNMP reflection attack, the attacker sends out a large number of SNMP queries while spoofing the source IP address in the packet as the targets to devices on the network that, in turn, reply to that target’s address. Numerous responses from the devices on the network results in the target network being DDoSed.

Similar to the SNMP amplification attack, the Microsoft SQL (MSSQL) attack is based on a technique that abuses the Microsoft SQL Server Resolution Protocol for the purpose of launching a reflection-based DDoS attack. The attack occurs when a Microsoft SQL Server responds to a client query or request, attempting to exploit the Microsoft SQL Server Resolution Protocol (MC-SQLR), listening on UDP port 1434.

Network-layer DDoS attacks by country

Attacks originating from Moldova quadrupled, making it the country with the highest percentage of network-layer DDoS activity.

When analyzing network-layer DDoS attacks, we bucket the traffic by the Cloudflare edge data center locations where the traffic was ingested, and not by the source IP. The reason for this is that, when attackers launch network-layer attacks, they can spoof the source IP address in order to obfuscate the attack source and introduce randomness into the attack properties, which can make it harder for simple DDoS protection systems to block the attack. Hence, if we were to derive the source country based on a spoofed source IP, we would get a spoofed country.

Cloudflare is able to overcome the challenges of spoofed IPs by displaying the attack data by the location of the Cloudflare data center in which the attack was observed. We are able to achieve geographical accuracy in our report because we have data centers in over 250 cities around the world.

To view all regions and countries, check out the interactive map.

Summary

Cloudflare’s mission is to help build a better Internet. A better Internet is one that is more secure, faster, and reliable for everyone — even in the face of DDoS attacks. As part of our mission, since 2017, we’ve been providing unmetered and unlimited DDoS protection for free to all of our customers. Over the years, it has become increasingly easier for attackers to launch DDoS attacks. To counter the attacker’s advantage, we want to make sure that it is also easy and free for organizations of all sizes to protect themselves against DDoS attacks of all types.

Not using Cloudflare yet? Start now.

DDoS Attack Trends for Q3 2021

2021-11-04 Vivek Ganti

Post Syndicated from Vivek Ganti original https://blog.cloudflare.com/ddos-attack-trends-for-2021-q3/

DDoS Attack Trends for Q3 2021

The third quarter of 2021 was a busy quarter for DDoS attackers. Cloudflare observed and mitigated record-setting HTTP DDoS attacks, terabit-strong network-layer attacks, one of the largest botnets ever deployed (Meris), and more recently, ransom DDoS attacks on voice over IP (VoIP) service providers and their network infrastructure around the world.

Here’s a summary of the trends observed in Q3 ‘21:

Application-layer (L7) DDoS attack trends:

For the second consecutive quarter in 2021, US-based companies were the most targeted in the world.
For the first time in 2021, attacks on UK-based and Canada-based companies skyrocketed, making them the second and third most targeted countries, respectively.
Attacks on Computer Software, Gaming/ Gambling, IT, and Internet companies increased by an average of 573% compared to the previous quarter.
Meris, one of the most powerful botnets in history, aided in launching DDoS campaigns across various industries and countries. You can read more on that here.

Network-layer (L3/4) DDoS attack trends:

DDoS attacks increased by 44% worldwide compared to the previous quarter.
The Middle East and Africa recorded the largest average attack increase of approximately 80%.
Morocco recorded the highest DDoS activity in the third quarter globally — three out of every 100 packets were part of a DDoS attack.
While SYN and RST attacks remain the dominant attack method used by attackers, Cloudflare observed a surge in DTLS amplification attacks — recording a 3,549% increase QoQ.
Attackers targeted (and continue to target going into the fourth quarter this year) VoIP service providers with massive DDoS attack campaigns in attempts to bring SIP infrastructure down.

Note on avoiding data biases: When we analyze attack trends, we calculate the “DDoS activity” rate, which is the percentage of attack traffic of the total traffic (attack + clean). When reporting application- and network-layer DDoS attack trends, we use this metric, which allows us to normalize the data points and avoid biases toward, for example, a larger Cloudflare data center that naturally handles more traffic and therefore also, possibly, more attacks compared to a smaller Cloudflare data center located elsewhere.

Application-layer DDoS attacks

Q3 ‘21 was the quarter of Meris — one of the most powerful botnets deployed to launch some of the largest HTTP DDoS attacks in history.

This past quarter, we observed one of the largest recorded HTTP attacks — 17.2M rps (requests per second) — targeting a customer in the financial services industry. One of the most powerful botnets ever observed, called Meris, is known to be deployed in launching these attacks.

Meris (Latvian for plague) is a botnet behind recent DDoS attacks that have targeted networks or organizations around the world. The Meris botnet infected routers and other networking equipment manufactured by the Latvian company MikroTik. According to MikroTik’s blog, a vulnerability in the MikroTik RouterOS (that was patched after its detection back in 2018) was exploited in still unpatched devices to build a botnet and launch coordinated DDoS attacks by bad actors.

Similar to the Mirai botnet of 2016, Meris is one of the most powerful botnets recorded. While Mirai infected IoT devices with low computational power such as smart cameras, Meris is a growing swarm of networking infrastructure (such as routers and switches) with significantly higher processing power and data transfer capabilities than IoT devices — making them much more potent in causing harm at a larger scale. Be that as it may, Meris is an example of how the attack volume doesn’t necessarily guarantee damage to the target. As far as we know, Meris, despite its strength, was not able to cause significant impact or Internet outages. On the other hand, by tactically targeting the DYN DNS service in 2016, Mirai succeeded in causing significant Internet disruptions.

Application-layer DDoS attacks by industry

The tech and gaming industries were the most targeted industries in Q3 ‘21.

When we break down the application-layer attacks targeted by industry, Computer Software companies topped the charts. The Gaming/Gambling industry, also known to be regular targets of online attacks, was a close second, followed by the Internet and IT industries.

Application-layer DDoS attacks by source country

To understand the origin of the HTTP attacks, we look at the geolocation of the source IP address belonging to the client that generated the attack HTTP requests. Unlike network-layer attacks, source IPs cannot be spoofed in HTTP attacks. A high DDoS activity rate in a given country usually indicates the presence of botnets operating from within.

In the third quarter of 2021, most attacks originated from devices/servers in China, the United States, and India. While China remains in first place, the number of attacks originating from Chinese IPs actually decreased by 30% compared to the previous quarter. Almost one out of every 200 HTTP requests that originated from China was part of an HTTP DDoS attack.

Additionally, attacks from Brazil and Germany shrank by 38% compared to the previous quarter. Attacks originating from the US and Malaysia reduced by 40% and 45%, respectively.

Application-layer DDoS attacks by target country

In order to identify which countries are targeted the most by L7 attacks, we break down the DDoS activity by our customers’ billing countries.

For the second consecutive time this year, organizations in the United States were targeted the most by L7 DDoS attacks in the world, followed by those in the UK and Canada.

Network-layer DDoS attacks

Mirai-variant botnet strikes with a force of 1.2 Tbps.

Q3 ‘21 was also the quarter when the infamous Mirai made a resurgence. A Mirai-variant botnet launched over a dozen UDP- and TCP-based DDoS attacks that peaked multiple times above 1 Tbps, with a max peak of approximately 1.2 Tbps. These network-layer attacks targeted Cloudflare customers on the Magic Transit and Spectrum services. One of these targets was a major APAC-based Internet services, telecommunications, and hosting provider and the other was a gaming company. In all cases, the attacks were automatically detected and mitigated without human intervention.